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OBJECTIVES: Recent advances have created options for first-line (1L) treatment of advanced/metastatic non--small cell lung cancer (aNSCLC). The study objectives were to describe the utilization of 3 classes of 1L treatment--chemotherapy (CT), immunotherapy (IO), and chemoimmunotherapy (IO+CT)--and the total, third-party payer, direct health care costs. STUDY DESIGN: Retrospective, administrative claims database analysis of patients with aNSCLC who initiated 1L treatment between January 1, 2017, and May 31, 2019, with IO, CT, or IO+CT. METHODS: Microcosting enumerated health care resource utilization, including antineoplastic drug costs, using standardized costs. Generalized linear models estimated per-patient per-month (PPPM) costs during 1L treatment, and adjusted cost differences in 1L among treatment cohorts were calculated using recycled predictions. RESULTS: A total of 1317 IO-, 5315 CT-, and 1522 IO+CTtreated patients were identified. Utilization of CT declined from 72.3% to 47.6% between 2017 and 2019, replaced by use of IO+CT, which increased from 1.8% to 29.8%. Total PPPM costs in 1L were highest with IO+CT at $32,436, compared with $19,000 and $17,763 in the CT and IO cohorts, respectively. Adjusted analyses showed that PPPM costs were $13,933 (95% CI, $11,760-$16,105) higher in the IO+CT vs IO cohort (P < .001) and IO costs were $1024 (95% CI, $67-$1980) lower than CT (P = .04). CONCLUSIONS: IO+CT accounts for almost one-third of 1L aNSCLC treatment modalities, coinciding with a reduction in treatment with CT. Costs for patients treated with IO were lower than those for patients treated with both IO+CT and CT alone, driven primarily by antineoplastic drug and associated medical costs. [ABSTRACT FROM AUTHOR]